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2025
2025 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS)
2025
Lecture Notes in Networks and Systems
2025
Research progress in bird sounds recognition based on acoustic monitoring technology: A systematic review
Applied Acoustics
2025
2025 5th International Conference on Trends in Material Science and Inventive Materials (ICTMIM)
2025
Advances in Computational Intelligence and Robotics
2025
Advances in Environmental Engineering and Green Technologies
2025
Robust sound-based bird classification using multiple features and random forest classifier
International Journal of Speech Technology
2025
DuSAFNet: A Multi-Path Feature Fusion and Spectral–Temporal Attention-Based Model for Bird Audio Classification
Animals
2025
Environmental Sciences
2025
Lecture Notes in Networks and Systems
2025
Improving one-dimensional-based environmental sound classification models with progressive projection knowledge distillation from two-dimensional-based models
Engineering Applications of Artificial Intelligence
2025
Sound-based bird classification using multiple features and machine learning paradigms
Multimedia Tools and Applications
2025
MFF-Net: A multi-scale feature fusion network for birdsong classification
Applied Acoustics
2025
Automated classification of humpback whale calls in four regions using convolutional neural networks and multi scale deep feature aggregation (MSDFA)
Measurement
2025
2025 5th International Conference on Advanced Research in Computing (ICARC)
2025
DBS-NET: A Dual-Branch Network Integrating Supervised and Contrastive Self-Supervised Learning for Birdsong Classification
Applied Sciences
2024
Investigation of Bird Sound Transformer Modeling and Recognition
Electronics
2024
Recognition of bird species with birdsong records using machine learning methods
PLOS ONE
2024
Short-time acoustic indices for monitoring urban-natural environments using artificial neural networks
Ecological Indicators
2024
Unsupervised identification of Greater Caribbean manatees using Scattering Wavelet Transform and Hierarchical Density Clustering from underwater bioacoustics recordings
Frontiers in Marine Science
2024
Individual identification in acoustic recordings
Trends in Ecology & Evolution
2024
Exploring explainable AI methods for bird sound-based species recognition systems
Multimedia Tools and Applications
2024
A review of deep learning techniques in audio event recognition (AER) applications
Multimedia Tools and Applications
2024
A machine learning approach for predicting the Johnson-Champoux-Allard parameters of a fibrous porous material
Applied Acoustics
2024
Communications in Computer and Information Science
2024
2024 16th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)
2024
Exploring the potential of combining Mel spectrograms with neural networks optimized by the modified crayfish optimization algorithm for acoustic speed violation identification
International Journal of Hybrid Intelligent Systems
2024
Studies in Systems, Decision and Control
2024
Lecture Notes in Networks and Systems
2024
Bird sound detection based on sub-band features and the perceptron model
Applied Acoustics
2024
CDPNet: conformer-based dual path joint modeling network for bird sound recognition
Applied Intelligence
2023
Unlocking the Potential of Wind Energy With Machine Learning-Based Avian Detection: A Call to Action
IEEE Access
2023
Improved Broad Learning System for Birdsong Recognition
Applied Sciences
2023
2023 IEEE Latin-American Conference on Communications (LATINCOM)
2023
Sound Recognition of Harmful Bird Species Related to Power Grid Faults Based on VGGish Transfer Learning
Journal of Electrical Engineering & Technology
2023
A review of automatic recognition technology for bird vocalizations in the deep learning era
Ecological Informatics
2023
Automatic acoustic recognition of pollinating bee species can be highly improved by Deep Learning models accompanied by pre-training and strong data augmentation
Frontiers in Plant Science
2023
The Internet of Sounds: Convergent Trends, Insights, and Future Directions
IEEE Internet of Things Journal
2023
pykanto: A python library to accelerate research on wild bird song
Methods in Ecology and Evolution
2023
Automated recognition of ruffed grouse drumming in field recordings
Wildlife Society Bulletin
2023
Audio-to-Visual Cross-Modal Generation of Birds
IEEE Access
2023
Group chorusing as an intragroup signal in the greater ani, a communally breeding bird
Ethology
2023
Comparative Analysis of Audio Processing Techniques on Doppler Radar Signature of Human Walking Motion Using CNN Models
Sensors
2023
Modern Approaches to the Monitoring of Biоdiversity (MAMBO)
Research Ideas and Outcomes
2023
Improving deep learning acoustic classifiers with contextual information for wildlife monitoring
Ecological Informatics
2023
Classification of group-specific variations in songs within House Wren species using machine learning models
Ecological Informatics
2023
2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
2023
A Novel Bird Sound Recognition Method Based on Multifeature Fusion and a Transformer Encoder
Sensors
2023
An Efficient Neural Network Design Incorporating Autoencoders for the Classification of Bat Echolocation Sounds
Animals
2022
Soundscapes of urban parks: An innovative approach for ecosystem monitoring and adaptive management
Urban Forestry & Urban Greening
2022
Birdsong classification based on ensemble multi-scale convolutional neural network
Scientific Reports
2022
A classification and quantification approach to generate features in soundscape ecology using neural networks
Neural Computing and Applications
2022
Loss of temporal structure of tropical soundscapes with intensifying land use in Borneo
Science of The Total Environment
2022
EnvGAN: a GAN-based augmentation to improve environmental sound classification
Artificial Intelligence Review
2022
AMResNet: An automatic recognition model of bird sounds in real environment
Applied Acoustics
2022
An automated multispecies bioacoustics sound classification method based on a nonlinear pattern: Twine-pat
Ecological Informatics
2022
Augmented Hearing of Auditory Safety Cues for Construction Workers: A Systematic Literature Review
Sensors
2022
Sound-based multiple-equipment activity recognition using convolutional neural networks
Automation in Construction
2022
Diversity Monitoring of Coexisting Birds in Urban Forests by Integrating Spectrograms and Object-Based Image Analysis
Forests
2022
Acoustic approach as an alternative to human-based survey in bird biodiversity monitoring in agricultural meadows
PLOS ONE
2022
An Ornithologist’s Guide for Including Machine Learning in a Workflow to Identify a Secretive Focal Species from Recorded Audio
Remote Sensing
2022
2022 IEEE 10th International Conference on Information, Communication and Networks (ICICN)
2022
Real-Time Vehicle Sound Detection System Based on Depthwise Separable Convolution Neural Network and Spectrogram Augmentation
Remote Sensing
2022
Using a Novel Visualization Tool for Rapid Survey of Long-Duration Acoustic Recordings for Ecological Studies of Frog Chorusing
Frontiers in Ecology and Evolution
2022
The potential for acoustic individual identification in mammals
Mammalian Biology
2022
A novel deep transfer learning models for recognition of birds sounds in different environment
Soft Computing
2022
soundClass: An automatic sound classification tool for biodiversity monitoring using machine learning
Methods in Ecology and Evolution
2022
A Review of Automated Bioacoustics and General Acoustics Classification Research
Sensors
2022
Audio-Based Wildfire Detection on Embedded Systems
Electronics
2022
Lecture Notes in Computer Science
2021
Deep embedded clustering of coral reef bioacoustics
The Journal of the Acoustical Society of America
2021
AUTOMATIC IDENTIFICATION OF SPECIES FOR ADVANCED AND EFFICIENT RAPTOR SURVEYS: IMPROVING ACCURACY BY NEURAL NETWORKS AND NOISE REDUCTION
Journal of Japan Society of Civil Engineers, Ser. G (Environmental Research)
2021
Techno-Economic Analysis and Environmental Impact of Electric Buses
World Electric Vehicle Journal
2021
Methods for wildlife monitoring in tropical forests: Comparing human observations, camera traps, and passive acoustic sensors
Conservation Science and Practice
2021
A Novel Approach of Audio Based Feature Optimisation for Bird Classification
Pertanika Journal of Science and Technology
2021
Bioacoustic classification of avian calls from raw sound waveforms with an open-source deep learning architecture
Scientific Reports
2021
Sound-spectrogram based automatic bird species recognition using MLP classifier
Applied Acoustics
2021
Comparing recurrent convolutional neural networks for large scale bird species classification
Scientific Reports
2021
A machine learning approach for classifying and quantifying acoustic diversity
Methods in Ecology and Evolution
2021
Soundscape segregation based on visual analysis and discriminating features
Ecological Informatics
2021
2021 International Conference on Computer, Control and Robotics (ICCCR)
2021
Automatic construction of accurate bioacoustics workflows under time constraints using a surrogate model
Applied Soft Computing
2021
2021 19th International Conference on Emerging eLearning Technologies and Applications (ICETA)
2021
2020 25th International Conference on Pattern Recognition (ICPR)
2021
Distance truncation via sound level for bioacoustic surveys in patchy habitat
Bioacoustics
2021
A General Framework for Visualization of Sound Collections in Musical Interfaces
Applied Sciences
2021
2021 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom)
2021
Birdsong classification based on multi-feature fusion
Multimedia Tools and Applications
2021
Monitoring Illegal Tree Cutting through Ultra-Low-Power Smart IoT Devices
Sensors
2021
2021 IEEE Workshop on Signal Processing Systems (SiPS)
2021
Handbook of Artificial Intelligence for Music
2020
Nocturnal Migration in the Tataka Area, Yushan National Park, Taiwan in Autumn 2014
Ornithological Science
2020
2020 5th International Conference on Computer and Communication Systems (ICCCS)
2020
Evaluation of acoustic pattern recognition of nightingale (Luscinia megarhynchos) recordings by citizens
Research Ideas and Outcomes
2020
2020 International Conference on Computing, Networking, Telecommunications & Engineering Sciences Applications (CoNTESA)
2020
2020 5th International Conference on Mechanical, Control and Computer Engineering (ICMCCE)
2020
Foundations for Undergraduate Research in Mathematics
2020
Non-song Vocalizations of Humpback Whales in Western Australia
Frontiers in Marine Science
2020
Advances in Automatic Bird Species Recognition from Environmental Audio
Journal of Physics: Conference Series
2020
Multispecies bioacoustic classification using transfer learning of deep convolutional neural networks with pseudo-labeling
Applied Acoustics
2020
A two-stage approach to automatically detect and classify woodpecker (Fam. Picidae) sounds
Applied Acoustics
2020
Acoustic index-based models for determining time of day in long duration environmental audio recordings
Ecological Indicators
2020
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2020
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2020
A soundscape assessment of the Sasso Fratino Integral Nature Reserve in the Central Apennines, Italy
Biodiversity
2020
Ecoacoustics can detect ecosystem responses to environmental water allocations
Freshwater Biology
2020
2020 International Joint Conference on Neural Networks (IJCNN)
2020
Advances in Ubiquitous Computing
2020
Finding, visualizing, and quantifying latent structure across diverse animal vocal repertoires
PLOS Computational Biology
2020
Detection and identification of European woodpeckers with deep convolutional neural networks
Ecological Informatics
2020
Using acoustic metrics to characterize underwater acoustic biodiversity in the Southern Ocean
Remote Sensing in Ecology and Conservation
2020
Sensor Technology
2020
Validation prediction: a flexible protocol to increase efficiency of automated acoustic processing for wildlife research
Ecological Applications
2020
2020 International Conference on Inventive Computation Technologies (ICICT)
2020
Unsupervised feature learning for environmental sound classification using Weighted Cycle-Consistent Generative Adversarial Network
Applied Soft Computing
2020
Speeding up training of automated bird recognizers by data reduction of audio features
PeerJ
2020
Bioacoustics Data Analysis – A Taxonomy, Survey and Open Challenges
IEEE Access
2019
Directional embedding based semi-supervised framework for bird vocalization segmentation
Applied Acoustics
2019
Automatic acoustic detection of birds through deep learning: The first Bird Audio Detection challenge
Methods in Ecology and Evolution
2019
Using on-board sound recordings to infer behaviour of free-moving wild animals
Journal of Experimental Biology
2019
Vocal activity rate index: a useful method to infer terrestrial bird abundance with acoustic monitoring
Ibis
2019
Active sound production of scarab beetle larvae opens up new possibilities for species-specific pest monitoring in soils
Scientific Reports
2019
End-to-end environmental sound classification using a 1D convolutional neural network
Expert Systems with Applications
2019
Recognition of emergency situations using audio–visual perception sensor network for ambient assistive living
Journal of Ambient Intelligence and Humanized Computing
2019
2019 Digital Image Computing: Techniques and Applications (DICTA)
2019
Springer Protocols Handbooks
2019
Deep Archetypal Analysis Based Intermediate Matching Kernel for Bioacoustic Classification
IEEE Journal of Selected Topics in Signal Processing
2019
Automatic rain and cicada chorus filtering of bird acoustic data
Applied Soft Computing
2019
CityNet—Deep learning tools for urban ecoacoustic assessment
Methods in Ecology and Evolution
2019
Emerging opportunities and challenges for passive acoustics in ecological assessment and monitoring
Methods in Ecology and Evolution
2019
Automatic acoustic identification of individuals in multiple species: improving identification across recording conditions
Journal of The Royal Society Interface
2019
Investigation of Different CNN-Based Models for Improved Bird Sound Classification
IEEE Access
2019
The call of the wild: Investigating the potential for ecoacoustic methods in mapping wilderness areas
Science of The Total Environment
2019
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2019
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2019
Handcrafted features and late fusion with deep learning for bird sound classification
Ecological Informatics
2019
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2019
Machine learning in acoustics: Theory and applications
The Journal of the Acoustical Society of America
2019
Deep metric learning for bioacoustic classification: Overcoming training data scarcity using dynamic triplet loss
The Journal of the Acoustical Society of America
2018
Minimum spanning tree as a new, robust repertoire size comparison method: simulation and test on birdsong
Behavioral Ecology and Sociobiology
2018
Active learning for classifying long‐duration audio recordings of the environment
Methods in Ecology and Evolution
2018
Estimating animal acoustic diversity in tropical environments using unsupervised multiresolution analysis
Ecological Indicators
2018
Freshwater ecoacoustics as a tool for continuous ecosystem monitoring
Frontiers in Ecology and the Environment
2018
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
2018
Lecture Notes in Computer Science
2018
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2018
Quantitative acoustic differentiation of cryptic species illustrated with King and Clapper rails
Ecology and Evolution
2018
2018 IEEE 13th International Conference on Industrial and Information Systems (ICIIS)
2018
Detection and Classification of Acoustic Scenes and Events: Outcome of the DCASE 2016 Challenge
IEEE/ACM Transactions on Audio, Speech, and Language Processing
2018
Bat detective—Deep learning tools for bat acoustic signal detection
PLOS Computational Biology
2018
Local Wavelet Acoustic Pattern: A Novel Time–Frequency Descriptor for Birdsong Recognition
IEEE Transactions on Multimedia
2018
Computational Analysis of Sound Scenes and Events
2018
Computational Analysis of Sound Scenes and Events
2018
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2018
Dictionary Learning for Bioacoustics Monitoring with Applications to Species Classification
Journal of Signal Processing Systems
2018
Automated birdsong recognition in complex acoustic environments: a review
Journal of Avian Biology
2018
Machine Learning for Ecology and Sustainable Natural Resource Management
2018
2018 IEEE 13th International Conference on Industrial and Information Systems (ICIIS)
2018
Local compressed convex spectral embedding for bird species identification
The Journal of the Acoustical Society of America
2017
2017 25th European Signal Processing Conference (EUSIPCO)
2017
Design and Implementation of a Robust Acoustic Recognition System for Waterbird Species using TMS320C6713 DSK
International Journal of Ambient Computing and Intelligence
2017
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2017
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2017
Matching pursuit based robust acoustic event classification for surveillance systems
Computers & Electrical Engineering
2017
Tadarida: A Toolbox for Animal Detection on Acoustic Recordings
Journal of Open Research Software
2017
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2017
2017 25th European Signal Processing Conference (EUSIPCO)
2017
On-Bird Sound Recordings: Automatic Acoustic Recognition of Activities and Contexts
IEEE/ACM Transactions on Audio, Speech, and Language Processing
2017
An FPGA-Based WASN for Remote Real-Time Monitoring of Endangered Species: A Case Study on the Birdsong Recognition of Botaurus stellaris
Sensors
2017
Monitoring the biodiversity of regions: Key principles and possible pitfalls
Biological Conservation
2017
The Networked Sensory Landscape: Capturing and Experiencing Ecological Change Across Scales
Presence: Teleoperators and Virtual Environments
2017
Information obtained from long-term acoustic recordings: applying bioacoustic techniques for monitoring wetland birds during breeding season
Journal of Ornithology
2017
2017 25th European Signal Processing Conference (EUSIPCO)
2017
2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP)
2017
Acoustic Monitoring of the Great Reed Warbler Using Multiple Microphone Arrays and Robot Audition
Journal of Robotics and Mechatronics
2017
Comparing manual and automated species recognition in the detection of four common south-east Australian forest birds from digital field recordings
Emu - Austral Ornithology
2017
PROTAX-Sound: A probabilistic framework for automated animal sound identification
PLOS ONE
2017
2017 25th European Signal Processing Conference (EUSIPCO)
2017
Biases of acoustic indices measuring biodiversity in urban areas
Ecological Indicators
2017
Unsupervised Feature Learning Based on Deep Models for Environmental Audio Tagging
IEEE/ACM Transactions on Audio, Speech, and Language Processing
2017
Individual signatures in the vocal repertoire of the endangered Mediterranean monk seal: new perspectives for population monitoring
Endangered Species Research
2016
A Bioacoustic Record of a Conservancy in the Mount Kenya Ecosystem
Biodiversity Data Journal
2016
The vocal repertoire of the domesticated zebra finch: a data-driven approach to decipher the information-bearing acoustic features of communication signals
Animal Cognition
2016
2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP)
2016
Towards the Automatic Classification of Avian Flight Calls for Bioacoustic Monitoring
PLOS ONE
2016
Robust acoustic bird recognition for habitat monitoring with wireless sensor networks
International Journal of Speech Technology
2016
2016 13th Symposium on Neural Networks and Applications (NEUREL)
2016
Machine Learning Algorithms for Automatic Classification of Marmoset Vocalizations
PLOS ONE
2016
Effect of Revisitation Surveys on Detection of Wetland Birds with Different Diel Vocalization Patterns
Journal of Fish and Wildlife Management
2016
2016 Big Data Visual Analytics (BDVA)
2016
2016 15th IEEE International Conference on Machine Learning and Applications (ICMLA)
2016
Automatic Environmental Sound Recognition: Performance Versus Computational Cost
IEEE/ACM Transactions on Audio, Speech, and Language Processing
2016
Estimation of avian species richness: biases in morning surveys and efficient sampling from acoustic recordings
Ecosphere
2016
Identification of European woodpecker species in audio recordings from their drumming rolls
Ecological Informatics
2016
2016 IEEE International Conference on Multimedia and Expo (ICME)
2015
Automated acoustic detection of Vanellus chilensis lampronotus
Expert Systems with Applications
2015
2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2015
2015 IEEE International Conference on Data Mining Workshop (ICDMW)
2015
Bioacoustics for species management: two case studies with a Hawaiian forest bird
Ecology and Evolution
2015
2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2015
2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)
2015
Bird acoustic activity detection based on morphological filtering of the spectrogram
Applied Acoustics
2015
2015 IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP)
2015
2015 23rd European Signal Processing Conference (EUSIPCO)
2015
2015 IST-Africa Conference
2015
Emerging technologies for biological recording
Biological Journal of the Linnean Society
2015
2015 Big Data Visual Analytics (BDVA)
2015
Unsupervised dictionary extraction of bird vocalisations and new tools on assessing and visualising bird activity
Ecological Informatics
2015
Decision support for the efficient annotation of bioacoustic events
Ecological Informatics
2015
Ecoacoustics: the Ecological Investigation and Interpretation of Environmental Sound
Biosemiotics
2015
Comparative Analysis of the Vocal Repertoire of Eulemur: A Dynamic Time Warping Approach
International Journal of Primatology
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